Open Sources

AI Models

learn-machine-learning-in-two-monthsNhững kiến thức cần thiết để học tốt Machine Learning trong vòng 2 tháng. Essential Knowledge for learning Machine Learning in two months.
mlp-mixerImplementation for paper MLP-Mixer: An all-MLP Architecture for Vision
vitOur implementation for paper: An Image is Worth 16×16 Words: Transformers for Image Recognition at Scale
transformerBuild English-Vietnamese machine translation with ProtonX Transformer. 😀
MobileNetImplementation of MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications
ResNetImplementation of ResNet: Deep Residual Learning for Image Recognition.
CharCNNImplementation of paper: Character-level Convolutional Networks for Text Classification
highway-networksImplementation for paper Highway Network (2015) using Tensorflow 2
Seq2SeqImplementation of Sequence to Sequence Learning with Neural Networks using Tensorflow 2.
ConvNext-2020sImplementation of paper: ConvNet for the 2020s
Vietnam Keywords ExtractionVietnam Keywords Extraction
LoraUse LoRA technique to improve training Large Language Model
SophiaSophia explanations and experiments

Models Optimizations

Optimized Wave2vecOptimized Wave2vec model for Vietnamese speech recognition with implementation code on Triton Server.
Image Classification OptimizationONNX MobileNet model
Sentiment Classification OptimizationONNX Distil Bert model
Stable Diffusion OptimizationStable Diffusion Optimization
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